Triple

T19312228
Position Surface form Disambiguated ID Type / Status
Subject Juan Rico E482999 entity
Predicate serviceType P87 FINISHED
Object Federal Service
Federal Service is the futuristic military and civil service organization in Robert A. Heinlein’s novel "Starship Troopers," through which citizens earn full political rights.
E1369720 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Federal Service | Statement: [Juan Rico, serviceType, Federal Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Service
Context triple: [Juan Rico, serviceType, Federal Service]
  • A. Federal Service Desk
    The Federal Service Desk is a centralized help and support center that assists users with U.S. federal government acquisition and award systems, including registration, login, and troubleshooting issues.
  • B. federal civil service administration
    The federal civil service administration is the governmental system and apparatus that manages the recruitment, organization, and regulation of non-military public sector employees at the national level.
  • C. Federal government
    The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
  • D. Federal Civil Service Commission
    The Federal Civil Service Commission is a Nigerian government body responsible for overseeing the recruitment, promotion, and discipline of civil servants in the federal public service.
  • E. United States Civil Service
    The United States Civil Service is the professional, merit-based workforce of the U.S. federal government responsible for implementing laws, policies, and public programs across its various departments and agencies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Federal Service
Triple: [Juan Rico, serviceType, Federal Service]
Generated description
Federal Service is the futuristic military and civil service organization in Robert A. Heinlein’s novel "Starship Troopers," through which citizens earn full political rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Service
Target entity description: Federal Service is the futuristic military and civil service organization in Robert A. Heinlein’s novel "Starship Troopers," through which citizens earn full political rights.
  • A. Federal Service Desk
    The Federal Service Desk is a centralized help and support center that assists users with U.S. federal government acquisition and award systems, including registration, login, and troubleshooting issues.
  • B. federal civil service administration
    The federal civil service administration is the governmental system and apparatus that manages the recruitment, organization, and regulation of non-military public sector employees at the national level.
  • C. Federal government
    The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
  • D. Federal Civil Service Commission
    The Federal Civil Service Commission is a Nigerian government body responsible for overseeing the recruitment, promotion, and discipline of civil servants in the federal public service.
  • E. United States Civil Service
    The United States Civil Service is the professional, merit-based workforce of the U.S. federal government responsible for implementing laws, policies, and public programs across its various departments and agencies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e8d04d5c8190baa816986f2b1d1e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e604ce5de081909811c49f56ba94bb completed April 20, 2026, 10:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07145fa1e881909813ed6825d38e2c completed May 15, 2026, 12:41 p.m.
NEDg Description generation batch_6a0714eb6a0c8190bec7ae8ef785a4ab completed May 15, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0718ee8adc8190a74685f9783ba5d5 completed May 15, 2026, 1 p.m.
Created at: April 10, 2026, 1:32 p.m.